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pegasus-newsroom-cnn_full-adafactor-bs6 – AI Model by oMateos2020 | AlphaNeural AI
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oMateos2020
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pegasus-newsroom-cnn_full-adafactor-bs6
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transformers
pytorch
pegasus
text2text-generation
generated_from_trainer
cnn_dailymail
model-index
endpoints_compatible
us
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pegasus-newsroom-cnn_full-adafactor-bs6
This model is a fine-tuned version of
oMateos2020/pegasus-newsroom-cnn_full-adafactor-bs6
on the cnn_dailymail dataset. It achieves the following results on the evaluation set:
Loss: 2.8671
Rouge1: 44.1026
Rouge2: 21.4261
Rougel: 31.2033
Rougelsum: 41.0324
Gen Len: 72.0839
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 6.4e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 64
total_train_batch_size: 256
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 1
mixed_precision_training: Native AMP
label_smoothing_factor: 0.1
Training results
Training Loss
Epoch
Step
Validation Loss
Rouge1
Rouge2
Rougel
Rougelsum
Gen Len
2.9343
0.5
560
2.8733
44.1226
21.4087
31.2431
41.0683
69.367
2.9855
1.0
1120
2.8671
44.1026
21.4261
31.2033
41.0324
72.0839
Framework versions
Transformers 4.20.1
Pytorch 1.12.0+cu113
Datasets 2.4.0
Tokenizers 0.12.1
